{"id":"W2322000026","doi":"10.1519/00139143-200612000-00036","title":"USE OF GRADED EVIDENCE AND CLINICAL OUTCOMES TO MAKE AN INFORMED RECOMMENDATION REGARDING USE OF MONCHROMATIC NEAR-INFRARED PHOTOTHERAPY TO IMPROVE IMPAIRMENTS IN OLDER ADULTS WITH DIABETIC PERIPHERAL NEUROPATHY.","year":2006,"lang":"en","type":"article","venue":"Journal of Geriatric Physical Therapy","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Placebo; Physical therapy; Visual analogue scale; Observational study; Peripheral neuropathy; Randomized controlled trial; Physical medicine and rehabilitation; Neuropathic pain; Foot (prosody); Surgery; Internal medicine; Anesthesia; Diabetes mellitus; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978639,0.0002313991,0.0007166813,0.0003376687,0.00006145157,0.0001547314,0.0002729081,0.00005942028,0.00001585749],"category_scores_gemma":[0.001183249,0.0001650975,0.0001703741,0.001013091,0.0001059582,0.00121217,0.00004736723,0.0002865883,7.955607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008724436,"about_ca_system_score_gemma":0.00016282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476978,"about_ca_topic_score_gemma":0.00001216741,"domain_scores_codex":[0.9968333,0.0006285482,0.001179408,0.0003363831,0.0006989174,0.0003233991],"domain_scores_gemma":[0.9965013,0.001902785,0.000783133,0.0003148557,0.0002662407,0.0002317268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009921639,0.003498787,0.5167479,0.0001204895,0.00007587142,0.0000507291,0.003274045,0.004850824,0.4038493,0.00001549533,0.00008588397,0.05750911],"study_design_scores_gemma":[0.00495167,0.006823151,0.9618878,0.0002378768,0.00001810446,0.00001437394,0.00004150165,0.01130722,0.01436363,0.0001179856,0.00002886683,0.0002078575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982883,0.00001106975,0.0002688206,0.0002388829,0.0001075885,0.001058144,0.00001277243,0.00001171891,0.000002676105],"genre_scores_gemma":[0.9964283,0.00009952662,0.002928841,0.0003824452,0.00008799515,0.00001657515,0.000001079565,0.00003273232,0.0000224853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451399,"threshold_uncertainty_score":0.6732481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387675089446591,"score_gpt":0.3693829387057236,"score_spread":0.2955061878112577,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}